Habitat Suitability Report
Inputs
- Species: Gray seal (Halichoerus grypus)
- Thinning: Thinned observations
- Ratio: All pseudo-absence/background points
- Spatial extent: Full extent
- Covariates used: seal specific (sst, dfs, velocity magnitude, xbtm)
- Metrics: evaluated using area under the receiver operator curve (roc_auc)
Nowcast and Forecast Maps
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc |
|---|---|
| rf | 0.9749423 |
| bt | 0.9311839 |
| maxnet | 0.9197811 |
| gam | 0.8747114 |
| glm | 0.8111121 |
Variable Importance
Partial Dependence
